Simple pedotransfer functions to initialize reactive carbon pools of the <scp>RothC</scp> model

Простые педотрансферные функции для инициализации реактивных углеродных пулов модели RothC
Harry Vereecken, Alexander Graf, M. Herbst, Lutz Weihermüller
2013-03-22

RothC modelclay contentpedotransfer functionresistant plant material (RPM)soil organic carbon (TOC)
Summary Modelling of carbon turnover is a widely used tool to estimate soil carbon stock changes as a response to climate and land‐use change. Carbon turnover models are increasingly used not only at the point scale but also at regional and continental scales, and the R othamsted carbon model ( RothC ) is a widely used model because of its simplicity and easy implementation. For the initialization of the RothC model, knowledge about the carbon pool sizes is essential. Pool size characterization can be either obtained from physical fractionation or equilibrium model runs, but both approaches are time consuming and tedious, especially for larger scale simulations. In our study, a pedotransfer function ( PTF ) for the estimation of all active carbon pools of the RothC model is presented. As independent variables, only total organic carbon ( TOC ) and clay content, which are easily available at most scales, are necessary. For validation of PTFs the resistant plant material ( RPM ) stock estimated from physical fractionation of soil of a wide range of types was predicted with a R 2 of 0.70. In a second step, associated errors induced by the use of PTFs were analysed by using simulation runs for a 100‐year time period. Thereafter, the model was either initialized by the carbon pools extracted from physical fractionation or the PTF . Maximum relative deviations in TOC content were small (&lt;9%) and declined to &lt;4% after 100 years. Further, absolute errors were within the range of measurement error for soil organic carbon. Therefore, we propose that PTFs can be used to initialize the RothC model whenever physical fractionation is not feasible or equilibrium runs are considered too tedious.
1
A pedotransfer function (PTF) was developed to estimate all active carbon pools of the RothC model using only total organic carbon (TOC) and clay content as inputs.
2
Absolute errors from using the PTF for RothC initialization were within the typical measurement error range for soil organic carbon.
3
PTFs are recommended for RothC initialization when physical fractionation or equilibrium runs are infeasible or too tedious, enabling larger-scale simulations.
4
Simulation comparisons over a 100-year period show maximum relative deviations in TOC <9%, declining to <4% after 100 years when initializing RothC with the PTF versus physical fractionation.
5
The PTF predicted resistant plant material (RPM) stock from physical fractionation across diverse soil types with R² = 0.70.

Active soil carbon pools of the RothC model

Pedotransfer functions using total organic carbon (TOC) and clay content to estimate/initialize the sizes of all active RothC carbon pools and the resulting errors in modelled TOC over a 100-year simulation

Publication Details
Publication Date
2013-03-22
Journal
Publisher
ISSN
Access Type
Author Information
Authors
Harry Vereecken
Alexander Graf
M. Herbst
Lutz Weihermüller
Explore further
Open the scid.ai AI chat with a ready-made request: it will find papers on a similar topic and help build a literature review.
Find similar papers in the chat
Make a presentation
100%